Dorien Herremans
Singapore University of Technology and Design
H-index: 26
Asia-Singapore
Top articles of Dorien Herremans
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey | arXiv preprint arXiv:2402.17467 | Dinh-Viet-Toan Le Louis Bigo Mikaela Keller Dorien Herremans | 2024/2/27 |
Video2Music: Suitable music generation from videos using an Affective Multimodal Transformer model | Expert Systems with Applications | Jaeyong Kang Soujanya Poria Dorien Herremans | 2024/9/1 |
Diffroll: Diffusion-based generative music transcription with unsupervised pretraining capability | Kin Wai Cheuk Ryosuke Sawata Toshimitsu Uesaka Naoki Murata Naoya Takahashi | 2023/6/4 | |
EmoMV: Affective music-video correspondence learning datasets for classification and retrieval | Information Fusion | Ha Thi Phuong Thao Dorien Herremans Gemma Roig | 2023/3 |
PreBit—A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin | Expert Systems with Applications | Yanzhao Zou Dorien Herremans | 2023/12/15 |
Jointist: Simultaneous improvement of multi-instrument transcription and music source separation via joint training | arXiv preprint arXiv:2302.00286 | Kin Wai Cheuk Keunwoo Choi Qiuqiang Kong Bochen Li Minz Won | 2023/2/1 |
Constructing time-series momentum portfolios with deep multi-task learning | Expert Systems with Applications | Joel Ong Dorien Herremans | 2023/11/15 |
Learning accent representation with multi-level vae towards controllable speech synthesis | Jan Melechovsky Ambuj Mehrish Dorien Herremans Berrak Sisman | 2023/1/9 | |
Mustango: Toward controllable text-to-music generation | arXiv preprint arXiv:2311.08355 | Jan Melechovsky Zixun Guo Deepanway Ghosal Navonil Majumder Dorien Herremans | 2023/11/14 |
A domain-knowledge-inspired music embedding space and a novel attention mechanism for symbolic music modeling | Proceedings of the AAAI Conference on Artificial Intelligence | Zixun Guo Jaeyong Kang Dorien Herremans | 2023/6/26 |
MusIAC: An Extensible Generative Framework for Music Infilling Applications with Multi-level Control | Rui Guo Ivor Simpson Chris Kiefer Thor Magnusson Dorien Herremans | 2022/4/15 | |
Hear: Holistic evaluation of audio representations | Joseph Turian Jordie Shier Humair Raj Khan Bhiksha Raj Björn W Schuller | 2022/7/20 | |
SNIPER Training: Variable Sparsity Rate Training For Text-To-Speech | arXiv preprint arXiv:2211.07283 | Perry Lam Huayun Zhang Nancy F Chen Berrak Sisman Dorien Herremans | 2022/11/14 |
Jointist: Joint learning for multi-instrument transcription and its applications | arXiv preprint arXiv:2206.10805 | Kin Wai Cheuk Keunwoo Choi Qiuqiang Kong Bochen Li Minz Won | 2022/6/22 |
Conditional drums generation using compound word representations | Dimos Makris Guo Zixun Maximos Kaliakatsos-Papakostas Dorien Herremans | 2022 | |
Accented Text-to-Speech Synthesis with a Conditional Variational Autoencoder | arXiv preprint arXiv:2211.03316 | Jan Melechovsky Ambuj Mehrish Berrak Sisman Dorien Herremans | 2022/11/7 |
Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses | arXiv preprint arXiv:2202.10453 | Phoebe Chua Dimos Makris Dorien Herremans Gemma Roig Kat Agres | 2022/2/19 |
A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin | arXiv preprint arXiv:2206.00648 | Yanzhao Zou Dorien Herremans | 2022/5/30 |
Forecasting Bitcoin volatility spikes from whale transactions and CryptoQuant data using Synthesizer Transformer models | arXiv preprint arXiv:2211.08281 | Dorien Herremans Kah Wee Low | 2022/10/6 |
Single image video prediction with auto-regressive GANs | Sensors | Jiahui Huang Yew Ken Chia Samson Yu Kevin Yee Dennis Küster | 2022/5/6 |
Co-Authors
